Keyword Analysis & Research: propublica ai bias

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What is bias in artificial intelligence?

Bias can arise in the AI model if the algorithm learns the wrong relations by not taking into account all the information in the data or if it misses the relevant relations between features and target outputs. 20 Confounding bias originates from common causes that affect both inputs and outputs.

What is ProPublica’s media bias rating?

ProPublica media bias rating is Center. ProPublica is a non-profit corporation based in New York City. It describes itself as an independent non-profit newsroom that produces investigative journalism in the public interest.

Does ProPublica have a lean left bias?

ProPublica has a Lean Left bias. An April 2020 AllSides independent review found that ProPublica's bias is Lean Left. ProPublica's "Zero Tolerance" section on President Trump's immigration policy included mostly pieces about children being separated from their families at the border, with no right-wing perspectives on the policy to be found.

Why is there racial bias in criminal forecasting?

Investigating Algorithmic Injustice The racial bias that ProPublica found in a formula used by courts and parole boards to forecast future criminal behavior arises inevitably from the test’s design, according to new research. The findings were described in scholarly papers published or circulated over the past several months.

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